Levels of analysis for large language models.

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Title: Levels of analysis for large language models.
Authors: Ku A; Princeton University , Princeton, NJ, USA., Campbell D; Princeton University , Princeton, NJ, USA., Bai X; The University of Chicago , Chicago, IL, USA., Geng J; Princeton University , Princeton, NJ, USA., Liu R; Princeton University , Princeton, NJ, USA., Marjieh R; Princeton University , Princeton, NJ, USA., McCoy RT; Yale University , New Haven, CT, USA., Nam A; Princeton University , Princeton, NJ, USA., Sucholutsky I; New York University , New York, NY, USA., Zhang L; Princeton University , Princeton, NJ, USA., Zhu JQ; Princeton University , Princeton, NJ, USA., Griffiths T; Princeton University , Princeton, NJ, USA.
Source: Philosophical transactions. Series A, Mathematical, physical, and engineering sciences [Philos Trans A Math Phys Eng Sci] 2026 May 14; Vol. 384 (2320).
Publication Type: Journal Article; Review
Journal Info: Publisher: The Royal Society Country of Publication: England NLM ID: 101133385 Publication Model: Print Cited Medium: Internet ISSN: 1471-2962 (Electronic) Linking ISSN: 1364503X NLM ISO Abbreviation: Philos Trans A Math Phys Eng Sci Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Ku+A%22">Ku A</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Campbell+D%22">Campbell D</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Bai+X%22">Bai X</searchLink>; The University of Chicago , Chicago, IL, USA.<br /><searchLink fieldCode="AU" term="%22Geng+J%22">Geng J</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Liu+R%22">Liu R</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Marjieh+R%22">Marjieh R</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22McCoy+RT%22">McCoy RT</searchLink>; Yale University , New Haven, CT, USA.<br /><searchLink fieldCode="AU" term="%22Nam+A%22">Nam A</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Sucholutsky+I%22">Sucholutsky I</searchLink>; New York University , New York, NY, USA.<br /><searchLink fieldCode="AU" term="%22Zhang+L%22">Zhang L</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Zhu+JQ%22">Zhu JQ</searchLink>; Princeton University , Princeton, NJ, USA.<br /><searchLink fieldCode="AU" term="%22Griffiths+T%22">Griffiths T</searchLink>; Princeton University , Princeton, NJ, USA.
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        Value: 10.1098/rsta.2025.0012
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              M: 05
              Text: 2026 May 14
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